Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-12-21 1.023707 1.228067 1.484866 1.840197 2.334597 3.024397 4.113572
2025-12-28 0.786788 1.033645 1.392399 1.988574 3.045290 5.085126 10.303198
2026-01-04 0.647808 0.900429 1.303857 2.067495 3.712014 8.049999 29.030536
2026-01-11 0.548252 0.790699 1.203304 2.061034 4.216817 11.841144 104.618667
2026-01-18 0.472460 0.698879 1.101777 1.999032 4.548401 16.387310 827.509864
2026-01-25 0.426140 0.646070 1.055061 2.032758 5.213990 26.356254 NaN
2026-02-01 0.394277 0.611945 1.034401 2.119159 6.211990 50.849990 NaN
2026-02-08 0.360755 0.568909 0.984983 2.109336 6.862469 92.364470 NaN
2026-02-15 0.329053 0.524641 0.923697 2.042077 7.193286 159.093546 NaN
2026-02-22 0.311775 0.505499 0.913472 2.124875 8.575419 726.249234 NaN
2026-03-01 0.292489 0.479816 0.883239 2.132507 9.582186 12087.839023 NaN
2026-03-08 0.272279 0.449965 0.838092 2.073073 10.028616 NaN NaN
2026-03-15 0.255667 0.426166 0.804860 2.049615 10.884346 NaN NaN
2026-03-22 0.249615 0.423461 0.823124 2.230692 14.743496 NaN NaN
2026-03-29 0.240305 0.412770 0.819164 2.325567 18.471447 NaN NaN
2026-04-05 0.228310 0.395045 0.793731 2.318167 20.809234 NaN NaN
2026-04-12 0.215384 0.374142 0.756754 2.244708 21.625019 NaN NaN
2026-04-19 0.207193 0.362926 0.744626 2.284681 25.942578 NaN NaN
2026-04-26 0.201400 0.356474 0.744712 2.387307 34.385217 NaN NaN
2026-05-03 0.193031 0.343473 0.724232 2.375622 39.282104 NaN NaN
2026-05-10 0.183664 0.327516 0.693222 2.295735 40.329863 NaN NaN
2026-05-17 0.179256 0.322576 0.693857 2.394108 55.898093 NaN NaN
2026-05-24 0.173132 0.313176 0.679908 2.403192 67.785785 NaN NaN